chaiml-nis-cogito32b-dp_44749

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito32b-dp_44749_v2

model_name: chaiml-nis-cogito32b-dp_44749_v2

model_group: ChaiML/nis-cogito32b-dpo

status: torndown

timestamp: 2025-04-23T08:21:15+00:00

num_battles: 11809

num_wins: 6476

celo_rating: 1318.58

family_friendly_score: 0.5147999999999999

family_friendly_standard_error: 0.007067969439662285

submission_type: basic

model_repo: ChaiML/nis-cogito32b-dpoexp2-s2-pref1320v2dpo

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.38965297598788423, 'latency_mean': 2.5663204312324526, 'latency_p50': 2.566431403160095, 'latency_p90': 2.8533865213394165}, {'batch_size': 3, 'throughput': 0.8711557429734852, 'latency_mean': 3.4195305418968203, 'latency_p50': 3.3955471515655518, 'latency_p90': 3.819174122810364}, {'batch_size': 5, 'throughput': 1.1922771295468968, 'latency_mean': 4.1499221694469455, 'latency_p50': 4.1462684869766235, 'latency_p90': 4.654732513427734}, {'batch_size': 6, 'throughput': 1.3239632631873846, 'latency_mean': 4.5079018127918244, 'latency_p50': 4.466038703918457, 'latency_p90': 5.122008562088013}, {'batch_size': 8, 'throughput': 1.4861529979889083, 'latency_mean': 5.337688504457474, 'latency_p50': 5.382692098617554, 'latency_p90': 5.932905173301696}, {'batch_size': 10, 'throughput': 1.6312036932177376, 'latency_mean': 6.078881661891938, 'latency_p50': 6.0883777141571045, 'latency_p90': 6.787885856628418}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-nis-cogito32b-dp_44749_v2

is_internal_developer: False

language_model: ChaiML/nis-cogito32b-dpoexp2-s2-pref1320v2dpo

model_size: 33B

ranking_group: single

throughput_3p7s: 1.02

us_pacific_date: 2025-04-23

win_ratio: 0.5483952917266491

generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nis-cogito32b-dp-44749-v2-mkmlizer
Waiting for job on chaiml-nis-cogito32b-dp-44749-v2-mkmlizer to finish
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: Downloaded to shared memory in 83.928s
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpioapt1dz, device:0
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/added_tokens.json
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/config.json
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/special_tokens_map.json
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/tokenizer_config.json
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/merges.txt
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/vocab.json
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/tokenizer.json
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/flywheel_model.2.safetensors
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/flywheel_model.1.safetensors
chaiml-nis-cogito32b-dp-44749-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-dp-44749-v2/flywheel_model.0.safetensors
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Job chaiml-nis-cogito32b-dp-44749-v2-mkmlizer completed after 186.54s with status: succeeded
Stopping job with name chaiml-nis-cogito32b-dp-44749-v2-mkmlizer
Pipeline stage MKMLizer completed in 187.05s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito32b-dp-44749-v2
Waiting for inference service chaiml-nis-cogito32b-dp-44749-v2 to be ready
Inference service chaiml-nis-cogito32b-dp-44749-v2 ready after 140.45946717262268s
Pipeline stage MKMLDeployer completed in 140.98s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.003509759902954s
Received healthy response to inference request in 2.5399467945098877s
Received healthy response to inference request in 2.569350481033325s
Received healthy response to inference request in 2.7924859523773193s
Received healthy response to inference request in 2.6851515769958496s
5 requests
0 failed requests
5th percentile: 2.545827531814575
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50th percentile: 2.6851515769958496
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99th percentile: 2.9950688076019287
mean time: 2.718088912963867
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